Well according to google..
"The fact that blinking eyes rapidly for 1 or 2 minutes helps falling asleep faster is due to the basic muscle nature. ... Same things happens with blinking eye rapidly. When you blink eyes, the muscles accompanying blinking get tired. So with your muscles exhausted...